Otomoto.pl Profiling Report

Dataset statistics

Number of variables	105
Number of observations	21289
Missing cells	62128
Missing cells (%)	2.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.8 MiB
Average record size in memory	287.0 B

Variable types

BOOL	79
CAT	18
NUM	7
URL	1

Reproduction

Analysis started	2020-07-07 20:50:06.757738
Analysis finished	2020-07-07 20:51:19.936425
Duration	1 minute and 13.18 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`Kategoria` has constant value "Osobowe"	Constant
`Nazwa` has a high cardinality: 2644 distinct values	High cardinality
`Lokalizacja` has a high cardinality: 5550 distinct values	High cardinality
`Marka pojazdu` has a high cardinality: 72 distinct values	High cardinality
`Model pojazdu` has a high cardinality: 745 distinct values	High cardinality
`Wersja` has a high cardinality: 4421 distinct values	High cardinality
`Moc` has a high cardinality: 397 distinct values	High cardinality
`Pierwsza rejestracja` has a high cardinality: 3573 distinct values	High cardinality
`VIN` has a high cardinality: 144 distinct values	High cardinality
`Typ` is highly correlated with `Nadwozie`	High correlation
`Nadwozie` is highly correlated with `Typ`	High correlation
`Wersja` has 11026 (51.8%) missing values	Missing
`Napęd` has 4022 (18.9%) missing values	Missing
`Moc` has 678 (3.2%) missing values	Missing
`Skrzynia biegów` has 534 (2.5%) missing values	Missing
`Kraj pochodzenia` has 9360 (44.0%) missing values	Missing
`Pierwsza rejestracja` has 14737 (69.2%) missing values	Missing
`VIN` has 21145 (99.3%) missing values	Missing
`Pojemność skokowa` has 554 (2.6%) missing values	Missing
`Przebieg` is highly skewed (γ1 = 145.6544097)	Skewed
`VIN` is uniformly distributed	Uniform
`ID` has unique values	Unique
`Link` has unique values	Unique

ID
Real number (ℝ_≥0)

UNIQUE

Distinct count	21289
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6075431268.903143
Minimum	6003193747
Maximum	6075998652
Zeros	0
Zeros (%)	0.0%
Memory size	166.3 KiB

Quantile statistics

Minimum	6003193747
5-th percentile	6072895102
Q1	6075927336
median	6075944886
Q3	6075962437
95-th percentile	6075986535
Maximum	6075998652
Range	72804905
Interquartile range (IQR)	35101

Descriptive statistics

Standard deviation	2788866.065
Coefficient of variation (CV)	0.0004590400158
Kurtosis	201.5188966
Mean	6075431269
Median Absolute Deviation (MAD)	17551
Skewness	-11.80189359
Sum	1.293398563e+14
Variance	7.777773931e+12

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6075942911	1	< 0.1%
6075984296	1	< 0.1%
6075923862	1	< 0.1%
6075959964	1	< 0.1%
6075007645	1	< 0.1%
6074393433	1	< 0.1%
6075951776	1	< 0.1%
6075982497	1	< 0.1%
6068484770	1	< 0.1%
6075976356	1	< 0.1%
Other values (21279)	21279	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6003193747	1	< 0.1%
6005605473	1	< 0.1%
6008880335	1	< 0.1%
6009878689	1	< 0.1%
6010005235	1	< 0.1%

Value	Count	Frequency (%)
6075998652	1	< 0.1%
6075998627	1	< 0.1%
6075998621	1	< 0.1%
6075998573	1	< 0.1%
6075998570	1	< 0.1%

Link
URL

UNIQUE

Distinct count	21289
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

https://www.otomoto.pl/oferta/audi-a3-2-0-diesel-2003r-sprawny-climatronic-czujniki-parkowania-ladna-ID6DbZQZ.html	1
https://www.otomoto.pl/oferta/citroen-c5-aircross-blue-hdi-180-eat8-shine-ID6Dc87i.html	1
https://www.otomoto.pl/oferta/mercedes-benz-gle-gle450-mild-hybryda-pakiet-amg-7-miejsc-panorama-fv-23-oplacony-ID6DbZhR.html	1
https://www.otomoto.pl/oferta/volkswagen-golf-golf-3-ID6DbZsN.html	1
https://www.otomoto.pl/oferta/audi-a4-b8-1-8-tfsi-ID6DccZa.html	1
Other values (21284)	21284

Value	Count	Frequency (%)
https://www.otomoto.pl/oferta/audi-a3-2-0-diesel-2003r-sprawny-climatronic-czujniki-parkowania-ladna-ID6DbZQZ.html	1	< 0.1%
https://www.otomoto.pl/oferta/citroen-c5-aircross-blue-hdi-180-eat8-shine-ID6Dc87i.html	1	< 0.1%
https://www.otomoto.pl/oferta/mercedes-benz-gle-gle450-mild-hybryda-pakiet-amg-7-miejsc-panorama-fv-23-oplacony-ID6DbZhR.html	1	< 0.1%
https://www.otomoto.pl/oferta/volkswagen-golf-golf-3-ID6DbZsN.html	1	< 0.1%
https://www.otomoto.pl/oferta/audi-a4-b8-1-8-tfsi-ID6DccZa.html	1	< 0.1%
https://www.otomoto.pl/oferta/ford-mondeo-ford-mondeo-2-0-tdci-180-km-automat-ID6DbfNC.html	1	< 0.1%
https://www.otomoto.pl/oferta/chevrolet-lacetti-super-stan-l-wlasciciel-polski-salon-maly-przebieg-155tys-km-klma-ID6Dc0zT.html	1	< 0.1%
https://www.otomoto.pl/oferta/mercedes-benz-klasa-e-2018-mercedes-benz-e-300-4matic-dobrastronamocy-ID6CB6dC.html	1	< 0.1%
https://www.otomoto.pl/oferta/mercedes-benz-klasa-c-mercedes-benz-w203-avantgarde-polift-ID6Dccs3.html	1	< 0.1%
https://www.otomoto.pl/oferta/mercedes-benz-klasa-e-avantgarde-ID6Dc4Tq.html	1	< 0.1%
Other values (21279)	21279	> 99.9%

Value	Count	Frequency (%)
https	21289	100.0%

Value	Count	Frequency (%)
www.otomoto.pl	21289	100.0%

Value	Count	Frequency (%)
/oferta/honda-jazz-1-4-okazja-klima-bezwypadkowa-ID6DbZwt.html	1	< 0.1%
/oferta/peugeot-5008-peugeot-5008-allure-automat-benzyna-zapraszamy-ID6Dc87J.html	1	< 0.1%
/oferta/kia-ceed-ogledzinyonline-salonpl-aso-fabry-gwar-1wl-fabry-lakier-fv23-ID6C8zf5.html	1	< 0.1%
/oferta/hyundai-ix35-hyunday-ix-35-ID6DccKP.html	1	< 0.1%
/oferta/fiat-bravo-fiat-bravo-2-sport-ID6Dc5Sz.html	1	< 0.1%
/oferta/peugeot-207-sw-1-4-8v-73km-klima-serwis-do-konca-1-wlasciciel-ID6DbZfZ.html	1	< 0.1%
/oferta/renault-captur-0-9tce-90km-sl-limited-salon-i-wlasciciel-f-vat-gwarancja-ID6Dcc8A.html	1	< 0.1%
/oferta/toyota-avensis-benz-lpg-bogate-wyposazenie-stan-bardzo-dobry-ID6Dc0Vr.html	1	< 0.1%
/oferta/ford-mondeo-benzyna-zarejestrowany-w-polsce-ghia-oplaty-na-rok-nowe-opony-ID6Dc0bV.html	1	< 0.1%
/oferta/skoda-superb-2-0-tsi-190km-dsg-ambition-kamera-cofania-podgrzewane-fotele-ID6Dcge8.html	1	< 0.1%
Other values (21279)	21279	> 99.9%

Value	Count	Frequency (%)
	21289	100.0%

Value	Count	Frequency (%)
	21289	100.0%

Nazwa
Categorical

HIGH CARDINALITY

Distinct count	2644
Unique (%)	12.4%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Opel Astra	338
Audi A4	254
Volkswagen Golf	242
Ford Focus	201
Volkswagen Passat	195
Other values (2639)	20059

Common Values
Length

Value	Count	Frequency (%)
Opel Astra	338	1.6%
Audi A4	254	1.2%
Volkswagen Golf	242	1.1%
Ford Focus	201	0.9%
Volkswagen Passat	195	0.9%
BMW Seria 3	188	0.9%
Audi A3	169	0.8%
Opel Corsa	160	0.8%
Škoda Octavia	153	0.7%
BMW Seria 5	150	0.7%
Other values (2634)	19239	90.4%

Length

Max length	36
Median length	14
Mean length	14.27267603
Min length	3

Cena
Real number (ℝ_≥0)

Distinct count	2821
Unique (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	43780.55206914369
Minimum	500
Maximum	1459100
Zeros	0
Zeros (%)	0.0%
Memory size	166.3 KiB

Quantile statistics

Minimum	500
5-th percentile	4800
Q1	13399
median	25500
Q3	49900
95-th percentile	142900
Maximum	1459100
Range	1458600
Interquartile range (IQR)	36501

Descriptive statistics

Standard deviation	62133.1391
Coefficient of variation (CV)	1.419194966
Kurtosis	72.67903217
Mean	43780.55207
Median Absolute Deviation (MAD)	15000
Skewness	6.244628588
Sum	932044173
Variance	3860526974

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
19900	256	1.2%
9900	226	1.1%
29900	221	1.0%
24900	221	1.0%
14900	220	1.0%
16900	213	1.0%
15900	205	1.0%
18900	203	1.0%
13900	195	0.9%
17900	192	0.9%
Other values (2811)	19137	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
500	1	< 0.1%
550	1	< 0.1%
599	1	< 0.1%
750	1	< 0.1%
800	3	< 0.1%

Value	Count	Frequency (%)
1459100	1	< 0.1%
1419000	1	< 0.1%
1161401	1	< 0.1%
1131454	1	< 0.1%
1035900	1	< 0.1%

Lokalizacja
Categorical

HIGH CARDINALITY

Distinct count	5550
Unique (%)	26.1%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Radom, Mazowieckie	159
Kielce, Świętokrzyskie	149
Bydgoszcz, Kujawsko-pomorskie	119
Lublin, Lubelskie	106
Ostrów Wielkopolski, ostrowski, Wielkopolskie	100
Other values (5545)	20656

Common Values
Length

Value	Count	Frequency (%)
Radom, Mazowieckie	159	0.7%
Kielce, Świętokrzyskie	149	0.7%
Bydgoszcz, Kujawsko-pomorskie	119	0.6%
Lublin, Lubelskie	106	0.5%
Ostrów Wielkopolski, ostrowski, Wielkopolskie	100	0.5%
Rzeszów, Podkarpackie	98	0.5%
Bielsko-Biała, Śląskie	84	0.4%
Warszawa, Mazowieckie, Białołęka	83	0.4%
Płock, Mazowieckie	79	0.4%
Wrocław, Dolnośląskie, Krzyki	76	0.4%
Other values (5540)	20236	95.1%

Length

Max length	118
Median length	42
Mean length	45.75888957
Min length	13

Rocznik
Real number (ℝ_≥0)

Distinct count	58
Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2010.3826389215087
Minimum	1939
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Memory size	166.3 KiB

Quantile statistics

Minimum	1939
5-th percentile	2001
Q1	2006
median	2010
Q3	2015
95-th percentile	2020
Maximum	2020
Range	81
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	6.146293002
Coefficient of variation (CV)	0.003057275209
Kurtosis	3.324766494
Mean	2010.382639
Median Absolute Deviation (MAD)	4
Skewness	-0.791914483
Sum	42799036
Variance	37.77691767

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2008	1421	6.7%
2007	1339	6.3%
2009	1313	6.2%
2010	1296	6.1%
2011	1219	5.7%
2016	1217	5.7%
2006	1158	5.4%
2019	1109	5.2%
2020	1072	5.0%
2017	1063	5.0%
Other values (48)	9082	42.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1939	1	< 0.1%
1952	1	< 0.1%
1956	1	< 0.1%
1960	2	< 0.1%
1964	2	< 0.1%

Value	Count	Frequency (%)
2020	1072	5.0%
2019	1109	5.2%
2018	736	3.5%
2017	1063	5.0%
2016	1217	5.7%

Przebieg
Real number (ℝ_≥0)

SKEWED

Distinct count	7305
Unique (%)	34.4%
Missing	72
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%

Mean	299875.8517698072
Minimum	1.0
Maximum	3100002003.0
Zeros	0
Zeros (%)	0.0%
Memory size	166.3 KiB

Quantile statistics

Minimum	1
5-th percentile	10
Q1	82149
median	156900
Q3	214000
95-th percentile	300000
Maximum	3100002003
Range	3100002002
Interquartile range (IQR)	131851

Descriptive statistics

Standard deviation	21281613.92
Coefficient of variation (CV)	70.9680816
Kurtosis	21215.80443
Mean	299875.8518
Median Absolute Deviation (MAD)	63900
Skewness	145.6544097
Sum	6362465947
Variance	4.52907091e+14

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	444	2.1%
5	391	1.8%
10	227	1.1%
220000	161	0.8%
180000	160	0.8%
200000	153	0.7%
230000	144	0.7%
170000	129	0.6%
240000	126	0.6%
150000	125	0.6%
Other values (7295)	19157	90.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	444	2.1%
2	58	0.3%
3	34	0.2%
4	18	0.1%
5	391	1.8%

Value	Count	Frequency (%)
3100002003	1	< 0.1%
3400000	1	< 0.1%
3254677	1	< 0.1%
2612687	1	< 0.1%
2570000	1	< 0.1%

Paliwo
Categorical

Distinct count	15
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Benzyna	10293
Diesel	9293
Benzyna+LPG	1281
Hybryda	286
Elektryczny	56
Other values (10)	80

Common Values
Length

Value	Count	Frequency (%)
Benzyna	10293	48.3%
Diesel	9293	43.7%
Benzyna+LPG	1281	6.0%
Hybryda	286	1.3%
Elektryczny	56	0.3%
SUV	30	0.1%
Sedan	17	0.1%
Kompakt	9	< 0.1%
Benzyna+CNG	8	< 0.1%
Kombi	7	< 0.1%
Other values (5)	9	< 0.1%

Length

Max length	13
Median length	7
Mean length	6.808774484
Min length	3

Nadwozie
Categorical

HIGH CORRELATION

Distinct count	11
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Kombi	4029
SUV	3753
Kompakt	3430
Sedan	3308
Auta miejskie	2871
Other values (6)	3898

Common Values
Length

Value	Count	Frequency (%)
Kombi	4029	18.9%
SUV	3753	17.6%
Kompakt	3430	16.1%
Sedan	3308	15.5%
Auta miejskie	2871	13.5%
Minivan	2212	10.4%
Auta małe	772	3.6%
Coupe	538	2.5%
Kabriolet	304	1.4%
2020	61	0.3%

Length

Max length	13
Median length	5
Mean length	6.455117666
Min length	3

VAT
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	16998
True	4291

Frequency Table

Value	Count	Frequency (%)
False	16998	79.8%
True	4291	20.2%

Do negocjacji
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	12092
False	9197

Frequency Table

Value	Count	Frequency (%)
True	12092	56.8%
False	9197	43.2%

Oferta od
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Osoby prywatnej	11519
Firmy	9770

Common Values
Length

Value	Count	Frequency (%)
Osoby prywatnej	11519	54.1%
Firmy	9770	45.9%

Length

Max length	15
Median length	15
Mean length	10.41077552
Min length	5

Marka pojazdu
Categorical

HIGH CARDINALITY

Distinct count	72
Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Volkswagen	2063
Opel	1927
Ford	1627
Audi	1612
BMW	1487
Other values (67)	12573

Common Values
Length

Value	Count	Frequency (%)
Volkswagen	2063	9.7%
Opel	1927	9.1%
Ford	1627	7.6%
Audi	1612	7.6%
BMW	1487	7.0%
Renault	1167	5.5%
Mercedes-Benz	1089	5.1%
Toyota	1062	5.0%
Škoda	988	4.6%
Peugeot	887	4.2%
Other values (62)	7380	34.7%

Length

Max length	14
Median length	5
Mean length	6.00216074
Min length	3

Model pojazdu
Categorical

HIGH CARDINALITY

Distinct count	745
Unique (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Astra	648
A4	534
Golf	515
Passat	456
Seria 3	448
Other values (740)	18688

Common Values
Length

Value	Count	Frequency (%)
Astra	648	3.0%
A4	534	2.5%
Golf	515	2.4%
Passat	456	2.1%
Seria 3	448	2.1%
Octavia	395	1.9%
Focus	387	1.8%
Seria 5	366	1.7%
A6	331	1.6%
Mondeo	325	1.5%
Other values (735)	16884	79.3%

Length

Max length	23
Median length	5
Mean length	5.275776222
Min length	1

Wersja
Categorical

HIGH CARDINALITY
MISSING

Distinct count	4421
Unique (%)	43.1%
Missing	11026
Missing (%)	51.8%
Memory size	166.3 KiB

2.0 TDI	84
2.0 TDCi Titanium	69
320d	56
2.0 CDTI Cosmo	52
520d	49
Other values (4416)	9953

Common Values
Length

Value	Count	Frequency (%)
2.0 TDI	84	0.4%
2.0 TDCi Titanium	69	0.3%
320d	56	0.3%
2.0 CDTI Cosmo	52	0.2%
520d	49	0.2%
1.6	34	0.2%
318i	34	0.2%
Avant 1.9 TDI	33	0.2%
3.0 TDI Quattro Tiptr	32	0.2%
1.4 Comfort	32	0.2%
Other values (4411)	9788	46.0%
(Missing)	11026	51.8%

Length

Max length	47
Median length	3
Mean length	8.986049133
Min length	1

Kategoria
Categorical

CONSTANT
REJECTED

Distinct count	1
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Osobowe	21289

Common Values
Length

Value	Count	Frequency (%)
Osobowe	21289	100.0%

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Napęd
Categorical

MISSING

Distinct count	5
Unique (%)	< 0.1%
Missing	4022
Missing (%)	18.9%
Memory size	166.3 KiB

Na przednie koła	12842
4x4 (dołączany automatycznie)	1583
Na tylne koła	1413
4x4 (stały)	1123
4x4 (dołączany ręcznie)	306

Common Values
Length

Value	Count	Frequency (%)
Na przednie koła	12842	60.3%
4x4 (dołączany automatycznie)	1583	7.4%
Na tylne koła	1413	6.6%
4x4 (stały)	1123	5.3%
4x4 (dołączany ręcznie)	306	1.4%
(Missing)	4022	18.9%

Length

Max length	29
Median length	16
Mean length	14.14838649
Min length	3

Moc
Categorical

HIGH CARDINALITY
MISSING

Distinct count	397
Unique (%)	1.9%
Missing	678
Missing (%)	3.2%
Memory size	166.3 KiB

150 KM	1521
140 KM	1249
90 KM	865
110 KM	817
105 KM	764
Other values (392)	15395

Common Values
Length

Value	Count	Frequency (%)
150 KM	1521	7.1%
140 KM	1249	5.9%
90 KM	865	4.1%
110 KM	817	3.8%
105 KM	764	3.6%
115 KM	746	3.5%
120 KM	688	3.2%
75 KM	616	2.9%
100 KM	501	2.4%
136 KM	492	2.3%
Other values (387)	12352	58.0%
(Missing)	678	3.2%

Length

Max length	8
Median length	6
Mean length	5.69444314
Min length	3

Skrzynia biegów
Categorical

MISSING

Distinct count	2
Unique (%)	< 0.1%
Missing	534
Missing (%)	2.5%
Memory size	166.3 KiB

Manualna	14824
Automatyczna	5931

Common Values
Length

Value	Count	Frequency (%)
Manualna	14824	69.6%
Automatyczna	5931	27.9%
(Missing)	534	2.5%

Length

Max length	12
Median length	8
Mean length	8.988961435
Min length	3

Typ
Categorical

HIGH CORRELATION

Distinct count	9
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Kombi	4036
SUV	3783
Kompakt	3439
Sedan	3325
Auta miejskie	2873
Other values (4)	3833

Common Values
Length

Value	Count	Frequency (%)
Kombi	4036	19.0%
SUV	3783	17.8%
Kompakt	3439	16.2%
Sedan	3325	15.6%
Auta miejskie	2873	13.5%
Minivan	2214	10.4%
Auta małe	773	3.6%
Coupe	541	2.5%
Kabriolet	305	1.4%

Length

Max length	13
Median length	5
Mean length	6.457842078
Min length	3

Liczba drzwi
Real number (ℝ)

Distinct count	6
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.276527784301752
Minimum	-1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Memory size	166.3 KiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	4
median	5
Q3	5
95-th percentile	5
Maximum	6
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.564189049
Coefficient of variation (CV)	0.3657614606
Kurtosis	5.570264882
Mean	4.276527784
Median Absolute Deviation (MAD)	0
Skewness	-2.534419596
Sum	91043
Variance	2.446687379

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
5	15401	72.3%
4	2409	11.3%
3	1514	7.1%
-1	1378	6.5%
2	571	2.7%
6	16	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	1378	6.5%
2	571	2.7%
3	1514	7.1%
4	2409	11.3%
5	15401	72.3%

Value	Count	Frequency (%)
6	16	0.1%
5	15401	72.3%
4	2409	11.3%
3	1514	7.1%
2	571	2.7%

Liczba miejsc
Real number (ℝ)

Distinct count	9
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.067781483395181
Minimum	-1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Memory size	166.3 KiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	5
median	5
Q3	5
95-th percentile	6
Maximum	9
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.3140259
Coefficient of variation (CV)	0.5688668158
Kurtosis	0.9787437879
Mean	4.067781483
Median Absolute Deviation (MAD)	0
Skewness	-1.496710657
Sum	86599
Variance	5.354715864

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
5	15517	72.9%
-1	3427	16.1%
4	976	4.6%
7	850	4.0%
2	206	1.0%
9	123	0.6%
3	68	0.3%
8	66	0.3%
6	56	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	3427	16.1%
2	206	1.0%
3	68	0.3%
4	976	4.6%
5	15517	72.9%

Value	Count	Frequency (%)
9	123	0.6%
8	66	0.3%
7	850	4.0%
6	56	0.3%
5	15517	72.9%

Kolor
Categorical

Distinct count	14
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Czarny	5380
Srebrny	3471
Szary	3050
Biały	2591
Niebieski	2241
Other values (9)	4556

Common Values
Length

Value	Count	Frequency (%)
Czarny	5380	25.3%
Srebrny	3471	16.3%
Szary	3050	14.3%
Biały	2591	12.2%
Niebieski	2241	10.5%
Inny kolor	1453	6.8%
Czerwony	941	4.4%
Brązowy	556	2.6%
Zielony	470	2.2%
Bordowy	373	1.8%
Other values (4)	763	3.6%

Length

Max length	10
Median length	6
Mean length	6.634553056
Min length	5

Perłowy
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	18891
True	2398

Frequency Table

Value	Count	Frequency (%)
False	18891	88.7%
True	2398	11.3%

Kraj pochodzenia
Categorical

MISSING

Distinct count	25
Unique (%)	0.2%
Missing	9360
Missing (%)	44.0%
Memory size	166.3 KiB

Polska	5117
Niemcy	4488
Francja	464
Belgia	432
Stany Zjednoczone	323
Other values (20)	1105

Common Values
Length

Value	Count	Frequency (%)
Polska	5117	24.0%
Niemcy	4488	21.1%
Francja	464	2.2%
Belgia	432	2.0%
Stany Zjednoczone	323	1.5%
Szwajcaria	231	1.1%
Holandia	225	1.1%
Austria	138	0.6%
Włochy	124	0.6%
Szwecja	95	0.4%
Other values (15)	292	1.4%
(Missing)	9360	44.0%

Length

Max length	17
Median length	6
Mean length	4.963925032
Min length	3

Pierwsza rejestracja
Categorical

HIGH CARDINALITY
MISSING

Distinct count	3573
Unique (%)	54.5%
Missing	14737
Missing (%)	69.2%
Memory size	166.3 KiB

2015-01-01	15
2019-05-13	13
2019-10-30	12
2017-04-28	12
2016-03-01	11
Other values (3568)	6489

Common Values
Length

Value	Count	Frequency (%)
2015-01-01	15	0.1%
2019-05-13	13	0.1%
2019-10-30	12	0.1%
2017-04-28	12	0.1%
2016-03-01	11	0.1%
2019-06-18	11	0.1%
2008-06-01	10	< 0.1%
2018-01-01	10	< 0.1%
2016-06-08	10	< 0.1%
2007-01-01	10	< 0.1%
Other values (3563)	6438	30.2%
(Missing)	14737	69.2%

Length

Max length	10
Median length	3
Mean length	5.154352013
Min length	3

Zarejestrowany w Polsce
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	11266
True	10023

Frequency Table

Value	Count	Frequency (%)
False	11266	52.9%
True	10023	47.1%

Bezwypadkowy
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	11731
False	9558

Frequency Table

Value	Count	Frequency (%)
True	11731	55.1%
False	9558	44.9%

Serwisowany w ASO
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	12110
True	9179

Frequency Table

Value	Count	Frequency (%)
False	12110	56.9%
True	9179	43.1%

Stan
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	166.3 KiB

Używane	19936
Nowe	1353

Common Values
Length

Value	Count	Frequency (%)
Używane	19936	93.6%
Nowe	1353	6.4%

Length

Max length	7
Median length	7
Mean length	6.809338156
Min length	4

Pierwszy właściciel
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	14889
True	6400

Frequency Table

Value	Count	Frequency (%)
False	14889	69.9%
True	6400	30.1%

Metalik
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	13080
False	8209

Frequency Table

Value	Count	Frequency (%)
True	13080	61.4%
False	8209	38.6%

Możliwość finansowania
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	11545
True	9744

Frequency Table

Value	Count	Frequency (%)
False	11545	54.2%
True	9744	45.8%

VIN
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct count	144
Unique (%)	100.0%
Missing	21145
Missing (%)	99.3%
Memory size	166.3 KiB

W0L0XCF0814000002	1
VF1JM0U0631223559	1
WF0RRRRRRRCFFGHBH	1
TMBNF73T6E9000000	1
WBAKH31020E248655	1
Other values (139)	139

Common Values
Length

Value	Count	Frequency (%)
W0L0XCF0814000002	1	< 0.1%
VF1JM0U0631223559	1	< 0.1%
WF0RRRRRRRCFFGHBH	1	< 0.1%
TMBNF73T6E9000000	1	< 0.1%
WBAKH31020E248655	1	< 0.1%
VF1KT0A0643759447	1	< 0.1%
WDD1760121J394625	1	< 0.1%
WF0HXXGAJH5B47825	1	< 0.1%
WDB2030071F469148	1	< 0.1%
WDB2032081F946407	1	< 0.1%
Other values (134)	134	0.6%
(Missing)	21145	99.3%

Length

Max length	17
Median length	3
Mean length	3.094696792
Min length	3

Pojemność skokowa
Real number (ℝ_≥0)

MISSING

Distinct count	573
Unique (%)	2.8%
Missing	554
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%

Mean	1838.6855558234868
Minimum	400.0
Maximum	8190.0
Zeros	0
Zeros (%)	0.0%
Memory size	166.3 KiB

Quantile statistics

Minimum	400
5-th percentile	1124
Q1	1461
median	1796
Q3	1997
95-th percentile	2995
Maximum	8190
Range	7790
Interquartile range (IQR)	536

Descriptive statistics

Standard deviation	644.2914597
Coefficient of variation (CV)	0.3504087242
Kurtosis	10.53575428
Mean	1838.685556
Median Absolute Deviation (MAD)	204
Skewness	2.502678257
Sum	38125145
Variance	415111.4851

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1598	1331	6.3%
2000	1013	4.8%
1968	988	4.6%
1995	831	3.9%
1600	767	3.6%
1997	744	3.5%
1998	739	3.5%
1560	528	2.5%
1896	458	2.2%
1400	415	1.9%
Other values (563)	12921	60.7%
(Missing)	554	2.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
400	4	< 0.1%
440	2	< 0.1%
479	2	< 0.1%
480	3	< 0.1%
498	1	< 0.1%

Value	Count	Frequency (%)
8190	1	< 0.1%
7011	2	< 0.1%
6750	1	< 0.1%
6500	1	< 0.1%
6496	1	< 0.1%

ABS
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	19071
False	2218

Frequency Table

Value	Count	Frequency (%)
True	19071	89.6%
False	2218	10.4%

ELEKTRYCZNIE USTAWIANE LUSTERKA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	17672
False	3617

Frequency Table

Value	Count	Frequency (%)
True	17672	83.0%
False	3617	17.0%

PODUSZKA POWIETRZNA PASAŻERA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	18388
False	2901

Frequency Table

Value	Count	Frequency (%)
True	18388	86.4%
False	2901	13.6%

ALARM
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	10833
True	10456

Frequency Table

Value	Count	Frequency (%)
False	10833	50.9%
True	10456	49.1%

ASYSTENT PASA RUCHU
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	18963
True	2326

Frequency Table

Value	Count	Frequency (%)
False	18963	89.1%
True	2326	10.9%

CZUJNIK MARTWEGO POLA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	19590
True	1699

Frequency Table

Value	Count	Frequency (%)
False	19590	92.0%
True	1699	8.0%

CZUJNIKI PARKOWANIA TYLNE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	10864
True	10425

Frequency Table

Value	Count	Frequency (%)
False	10864	51.0%
True	10425	49.0%

ELEKTRYCZNE SZYBY TYLNE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	11952
False	9337

Frequency Table

Value	Count	Frequency (%)
True	11952	56.1%
False	9337	43.9%

GNIAZDO AUX
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	11454
True	9835

Frequency Table

Value	Count	Frequency (%)
False	11454	53.8%
True	9835	46.2%

ISOFIX
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	12390
False	8899

Frequency Table

Value	Count	Frequency (%)
True	12390	58.2%
False	8899	41.8%

KOMPUTER POKŁADOWY
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	15062
False	6227

Frequency Table

Value	Count	Frequency (%)
True	15062	70.8%
False	6227	29.2%

MP3
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	11850
True	9439

Frequency Table

Value	Count	Frequency (%)
False	11850	55.7%
True	9439	44.3%

PODGRZEWANE LUSTERKA BOCZNE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	11591
False	9698

Frequency Table

Value	Count	Frequency (%)
True	11591	54.4%
False	9698	45.6%

PODUSZKI BOCZNE TYLNE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	14742
True	6547

Frequency Table

Value	Count	Frequency (%)
False	14742	69.2%
True	6547	30.8%

SYSTEM START-STOP
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	16046
True	5243

Frequency Table

Value	Count	Frequency (%)
False	16046	75.4%
True	5243	24.6%

ŚWIATŁA PRZECIWMGIELNE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	12730
False	8559

Frequency Table

Value	Count	Frequency (%)
True	12730	59.8%
False	8559	40.2%

DACH PANORAMICZNY
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	19514
True	1775

Frequency Table

Value	Count	Frequency (%)
False	19514	91.7%
True	1775	8.3%

SZYBERDACH
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	19472
True	1817

Frequency Table

Value	Count	Frequency (%)
False	19472	91.5%
True	1817	8.5%

CENTRALNY ZAMEK
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	19025
False	2264

Frequency Table

Value	Count	Frequency (%)
True	19025	89.4%
False	2264	10.6%

IMMOBILIZER
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	17541
False	3748

Frequency Table

Value	Count	Frequency (%)
True	17541	82.4%
False	3748	17.6%

RADIO FABRYCZNE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	17025
False	4264

Frequency Table

Value	Count	Frequency (%)
True	17025	80.0%
False	4264	20.0%

ALUFELGI
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	14254
False	7035

Frequency Table

Value	Count	Frequency (%)
True	14254	67.0%
False	7035	33.0%

BLUETOOTH
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	11401
True	9888

Frequency Table

Value	Count	Frequency (%)
False	11401	53.6%
True	9888	46.4%

CZUJNIK ZMIERZCHU
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	12213
True	9076

Frequency Table

Value	Count	Frequency (%)
False	12213	57.4%
True	9076	42.6%

ELEKTROCHROMATYCZNE LUSTERKA BOCZNE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	15951
True	5338

Frequency Table

Value	Count	Frequency (%)
False	15951	74.9%
True	5338	25.1%

ELEKTRYCZNIE USTAWIANE FOTELE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	17272
True	4017

Frequency Table

Value	Count	Frequency (%)
False	17272	81.1%
True	4017	18.9%

GNIAZDO SD
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	17083
True	4206

Frequency Table

Value	Count	Frequency (%)
False	17083	80.2%
True	4206	19.8%

KLIMATYZACJA AUTOMATYCZNA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	12037
False	9252

Frequency Table

Value	Count	Frequency (%)
True	12037	56.5%
False	9252	43.5%

KURTYNY POWIETRZNE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	11302
False	9987

Frequency Table

Value	Count	Frequency (%)
True	11302	53.1%
False	9987	46.9%

NAWIGACJA GPS
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	14402
True	6887

Frequency Table

Value	Count	Frequency (%)
False	14402	67.6%
True	6887	32.4%

PODGRZEWANE PRZEDNIE SIEDZENIA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	13376
True	7913

Frequency Table

Value	Count	Frequency (%)
False	13376	62.8%
True	7913	37.2%

PRZYCIEMNIANE SZYBY
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	13751
True	7538

Frequency Table

Value	Count	Frequency (%)
False	13751	64.6%
True	7538	35.4%

ŚWIATŁA DO JAZDY DZIENNEJ
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	12246
True	9043

Frequency Table

Value	Count	Frequency (%)
False	12246	57.5%
True	9043	42.5%

TEMPOMAT
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	11553
False	9736

Frequency Table

Value	Count	Frequency (%)
True	11553	54.3%
False	9736	45.7%

KAMERA COFANIA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	17365
True	3924

Frequency Table

Value	Count	Frequency (%)
False	17365	81.6%
True	3924	18.4%

TAPICERKA SKÓRZANA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	16252
True	5037

Frequency Table

Value	Count	Frequency (%)
False	16252	76.3%
True	5037	23.7%

ELEKTRYCZNE SZYBY PRZEDNIE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	18650
False	2639

Frequency Table

Value	Count	Frequency (%)
True	18650	87.6%
False	2639	12.4%

PODUSZKA POWIETRZNA KIEROWCY
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	18706
False	2583

Frequency Table

Value	Count	Frequency (%)
True	18706	87.9%
False	2583	12.1%

WSPOMAGANIE KIEROWNICY
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	18607
False	2682

Frequency Table

Value	Count	Frequency (%)
True	18607	87.4%
False	2682	12.6%

ASR (KONTROLA TRAKCJI)
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	12927
False	8362

Frequency Table

Value	Count	Frequency (%)
True	12927	60.7%
False	8362	39.3%

CZUJNIK DESZCZU
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	11423
True	9866

Frequency Table

Value	Count	Frequency (%)
False	11423	53.7%
True	9866	46.3%

CZUJNIKI PARKOWANIA PRZEDNIE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	15067
True	6222

Frequency Table

Value	Count	Frequency (%)
False	15067	70.8%
True	6222	29.2%

ELEKTROCHROMATYCZNE LUSTERKO WSTECZNE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	13247
True	8042

Frequency Table

Value	Count	Frequency (%)
False	13247	62.2%
True	8042	37.8%

ESP (STABILIZACJA TORU JAZDY)
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	13545
False	7744

Frequency Table

Value	Count	Frequency (%)
True	13545	63.6%
False	7744	36.4%

GNIAZDO USB
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	12409
True	8880

Frequency Table

Value	Count	Frequency (%)
False	12409	58.3%
True	8880	41.7%

KLIMATYZACJA DWUSTREFOWA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	12973
True	8316

Frequency Table

Value	Count	Frequency (%)
False	12973	60.9%
True	8316	39.1%

ŁOPATKI ZMIANY BIEGÓW
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	19395
True	1894

Frequency Table

Value	Count	Frequency (%)
False	19395	91.1%
True	1894	8.9%

OGRANICZNIK PRĘDKOŚCI
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	17443
True	3846

Frequency Table

Value	Count	Frequency (%)
False	17443	81.9%
True	3846	18.1%

PODUSZKI BOCZNE PRZEDNIE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	12425
False	8864

Frequency Table

Value	Count	Frequency (%)
True	12425	58.4%
False	8864	41.6%

REGULOWANE ZAWIESZENIE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	20505
True	784

Frequency Table

Value	Count	Frequency (%)
False	20505	96.3%
True	784	3.7%

ŚWIATŁA LED
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	15750
True	5539

Frequency Table

Value	Count	Frequency (%)
False	15750	74.0%
True	5539	26.0%

WIELOFUNKCYJNA KIEROWNICA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	12965
False	8324

Frequency Table

Value	Count	Frequency (%)
True	12965	60.9%
False	8324	39.1%

RELINGI DACHOWE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	15466
True	5823

Frequency Table

Value	Count	Frequency (%)
False	15466	72.6%
True	5823	27.4%

CD
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

True	15694
False	5595

Frequency Table

Value	Count	Frequency (%)
True	15694	73.7%
False	5595	26.3%

KLIMATYZACJA MANUALNA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	15545
True	5744

Frequency Table

Value	Count	Frequency (%)
False	15545	73.0%
True	5744	27.0%

TAPICERKA WELUROWA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	15520
True	5769

Frequency Table

Value	Count	Frequency (%)
False	15520	72.9%
True	5769	27.1%

PODGRZEWANA PRZEDNIA SZYBA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	18076
True	3213

Frequency Table

Value	Count	Frequency (%)
False	18076	84.9%
True	3213	15.1%

PODUSZKA POWIETRZNA CHRONIĄCA KOLANA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	16896
True	4393

Frequency Table

Value	Count	Frequency (%)
False	16896	79.4%
True	4393	20.6%

ASYSTENT PARKOWANIA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	18877
True	2412

Frequency Table

Value	Count	Frequency (%)
False	18877	88.7%
True	2412	11.3%

HAK
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	18174
True	3115

Frequency Table

Value	Count	Frequency (%)
False	18174	85.4%
True	3115	14.6%

ZMIENIARKA CD
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	19644
True	1645

Frequency Table

Value	Count	Frequency (%)
False	19644	92.3%
True	1645	7.7%

ODTWARZACZ DVD
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	19299
True	1990

Frequency Table

Value	Count	Frequency (%)
False	19299	90.7%
True	1990	9.3%

ŚWIATŁA XENONOWE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	17323
True	3966

Frequency Table

Value	Count	Frequency (%)
False	17323	81.4%
True	3966	18.6%

RADIO NIEFABRYCZNE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	20166
True	1123

Frequency Table

Value	Count	Frequency (%)
False	20166	94.7%
True	1123	5.3%

KLIMATYZACJA CZTEROSTREFOWA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	20535
True	754

Frequency Table

Value	Count	Frequency (%)
False	20535	96.5%
True	754	3.5%

PODGRZEWANE TYLNE SIEDZENIA
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	20553
True	736

Frequency Table

Value	Count	Frequency (%)
False	20553	96.5%
True	736	3.5%

TEMPOMAT AKTYWNY
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	19661
True	1628

Frequency Table

Value	Count	Frequency (%)
False	19661	92.4%
True	1628	7.6%

OGRZEWANIE POSTOJOWE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	20663
True	626

Frequency Table

Value	Count	Frequency (%)
False	20663	97.1%
True	626	2.9%

HUD (WYŚWIETLACZ PRZEZIERNY)
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	20689
True	600

Frequency Table

Value	Count	Frequency (%)
False	20689	97.2%
True	600	2.8%

TUNER TV
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

False	21022
True	267

Frequency Table

Value	Count	Frequency (%)
False	21022	98.7%
True	267	1.3%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	ID	Link	Nazwa	Cena	Lokalizacja	Rocznik	Przebieg	Paliwo	Nadwozie	VAT	Do negocjacji	Oferta od	Marka pojazdu	Model pojazdu	Wersja	Kategoria	Napęd	Moc	Skrzynia biegów	Typ	Liczba drzwi	Liczba miejsc	Kolor	Perłowy	Kraj pochodzenia	Pierwsza rejestracja	Zarejestrowany w Polsce	Bezwypadkowy	Serwisowany w ASO	Stan	Pierwszy właściciel	Metalik	Możliwość finansowania	VIN	Pojemność skokowa	ABS	ELEKTRYCZNIE USTAWIANE LUSTERKA	PODUSZKA POWIETRZNA PASAŻERA	ALARM	ASYSTENT PASA RUCHU	CZUJNIK MARTWEGO POLA	CZUJNIKI PARKOWANIA TYLNE	ELEKTRYCZNE SZYBY TYLNE	GNIAZDO AUX	ISOFIX	KOMPUTER POKŁADOWY	MP3	PODGRZEWANE LUSTERKA BOCZNE	PODUSZKI BOCZNE TYLNE	SYSTEM START-STOP	ŚWIATŁA PRZECIWMGIELNE	DACH PANORAMICZNY	SZYBERDACH	CENTRALNY ZAMEK	IMMOBILIZER	RADIO FABRYCZNE	ALUFELGI	BLUETOOTH	CZUJNIK ZMIERZCHU	ELEKTROCHROMATYCZNE LUSTERKA BOCZNE	ELEKTRYCZNIE USTAWIANE FOTELE	GNIAZDO SD	KLIMATYZACJA AUTOMATYCZNA	KURTYNY POWIETRZNE	NAWIGACJA GPS	PODGRZEWANE PRZEDNIE SIEDZENIA	PRZYCIEMNIANE SZYBY	ŚWIATŁA DO JAZDY DZIENNEJ	TEMPOMAT	KAMERA COFANIA	TAPICERKA SKÓRZANA	ELEKTRYCZNE SZYBY PRZEDNIE	PODUSZKA POWIETRZNA KIEROWCY	WSPOMAGANIE KIEROWNICY	ASR (KONTROLA TRAKCJI)	CZUJNIK DESZCZU	CZUJNIKI PARKOWANIA PRZEDNIE	ELEKTROCHROMATYCZNE LUSTERKO WSTECZNE	ESP (STABILIZACJA TORU JAZDY)	GNIAZDO USB	KLIMATYZACJA DWUSTREFOWA	ŁOPATKI ZMIANY BIEGÓW	OGRANICZNIK PRĘDKOŚCI	PODUSZKI BOCZNE PRZEDNIE	REGULOWANE ZAWIESZENIE	ŚWIATŁA LED	WIELOFUNKCYJNA KIEROWNICA	RELINGI DACHOWE	CD	KLIMATYZACJA MANUALNA	TAPICERKA WELUROWA	PODGRZEWANA PRZEDNIA SZYBA	PODUSZKA POWIETRZNA CHRONIĄCA KOLANA	ASYSTENT PARKOWANIA	HAK	ZMIENIARKA CD	ODTWARZACZ DVD	ŚWIATŁA XENONOWE	RADIO NIEFABRYCZNE	KLIMATYZACJA CZTEROSTREFOWA	PODGRZEWANE TYLNE SIEDZENIA	TEMPOMAT AKTYWNY	OGRZEWANIE POSTOJOWE	HUD (WYŚWIETLACZ PRZEZIERNY)	TUNER TV
0	6075980924	https://www.otomoto.pl/oferta/audi-s4-3-0-tdi-347-km-quattro-s-tronic-matrix-hak-bang-olufsen-kamera-ID6Dccck.html	Audi S4	382100	Łużycka 3A - 81-537 Gdańsk, Letnica (Polska)	2020	1.0	Diesel	Sedan	True	False	Firmy	Audi	S4	NaN	Osobowe	4x4 (dołączany automatycznie)	347 KM	Automatyczna	Sedan	5	5	Czarny	False	NaN	NaN	False	True	False	Nowe	False	True	True	NaN	2998.0	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
1	6075980909	https://www.otomoto.pl/oferta/fiat-bravo-sprzedam-fiat-bravo-ii-1-4-120-km-2009-r-ID6Dccc5.html	Fiat Bravo	15000	Myślenice, myślenicki, Małopolskie	2009	179000.0	Benzyna	Kompakt	False	True	Osoby prywatnej	Fiat	Bravo	NaN	Osobowe	Na przednie koła	120 KM	Manualna	Kompakt	5	5	Beżowy	False	NaN	2009-10-23	True	False	False	Używane	False	True	True	NaN	1368.0	True	True	True	True	False	False	True	False	False	True	False	False	False	False	False	False	False	False	True	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
2	6075980907	https://www.otomoto.pl/oferta/volkswagen-touran-2011r-150km-cng-100km-12zl-najbardziej-oszczedny-ID6Dccc3.html	Volkswagen Touran	21500	Iława, iławski, Warmińsko-mazurskie	2011	203000.0	Benzyna+CNG	Minivan	False	False	Osoby prywatnej	Volkswagen	Touran	NaN	Osobowe	Na przednie koła	150 KM	Automatyczna	Minivan	5	5	Czarny	False	Niemcy	NaN	True	True	False	Używane	False	True	False	NaN	1390.0	True	True	True	True	False	False	True	True	True	True	True	True	True	False	False	True	False	False	False	True	True	False	True	True	False	False	True	True	True	True	False	True	True	True	False	False	True	True	True	True	True	True	True	True	True	True	False	False	False	False	True	False	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
3	6075980904	https://www.otomoto.pl/oferta/audi-a4-av-qu-2-0tfsi-ID6Dccc0.html	Audi A4 2.0	32900	MAZOWIECKA 81 - 97-216 Czerniewice, tomaszowski, Łódzkie (Polska)	2010	149000.0	Benzyna	Kombi	False	False	Firmy	Audi	A4	2.0 TFSI Quattro	Osobowe	4x4 (dołączany automatycznie)	211 KM	Automatyczna	Kombi	5	-1	Czarny	False	Szwajcaria	NaN	False	False	True	Używane	False	False	False	NaN	1984.0	True	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
4	6075980902	https://www.otomoto.pl/oferta/honda-civic-civic-lpg-unikat-ID6DccbY.html	Honda Civic 1.8	17999	Warszawa, Mazowieckie, Targówek	2007	178500.0	Benzyna+LPG	Coupe	False	True	Osoby prywatnej	Honda	Civic	1.8 LX Coupe	Osobowe	Na przednie koła	140 KM	Manualna	Coupe	2	5	Czarny	False	NaN	NaN	True	False	False	Używane	True	True	True	NaN	1799.0	True	True	True	True	False	False	False	False	True	True	True	True	False	True	False	False	False	True	True	True	True	True	False	False	False	False	True	False	True	True	False	False	True	True	False	False	True	True	True	False	False	False	False	False	False	False	False	False	True	False	False	True	False	True	True	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False
5	6075980899	https://www.otomoto.pl/oferta/opel-meriva-1-6-8vbezkolizyjny-silnikbogata-wersja2-kpl-kolzamianaraty-ID6DccbW.html	Opel Meriva	9900	ul. Legionów 207 o - 22-400 Zamość, Lubelskie (Polska)	2003	219000.0	Benzyna	Minivan	False	True	Firmy	Opel	Meriva	NaN	Osobowe	Na przednie koła	87 KM	Manualna	Minivan	5	5	Niebieski	False	NaN	NaN	False	True	False	Używane	True	True	False	NaN	1598.0	True	False	True	True	False	False	False	True	False	False	True	True	False	False	False	True	False	False	True	True	True	True	False	False	False	False	False	True	False	True	False	True	False	True	False	False	True	True	True	True	False	False	True	True	False	False	False	False	True	False	False	True	False	True	False	True	False	True	False	False	False	False	False	False	False	False	False	False	False	False
6	6075980898	https://www.otomoto.pl/oferta/renault-megane-megane-1-2-energy-tce-zen-salon-polska-serwis-aso-vat-23-ID6DccbU.html	Renault Megane	44900	MODLIŃSKA 154 B - 03-170 Warszawa, Mazowieckie (Polska)	2016	64845.0	Benzyna	Kompakt	True	False	Firmy	Renault	Megane	NaN	Osobowe	Na przednie koła	100 KM	Manualna	Kompakt	5	5	Czarny	False	Polska	2016-06-29	True	True	True	Używane	True	True	True	NaN	1197.0	True	True	True	False	False	False	False	True	False	True	True	True	True	False	True	True	False	False	True	True	True	False	True	True	False	False	False	True	True	False	False	False	True	True	False	False	True	True	True	True	True	False	False	True	True	True	False	False	True	False	False	True	False	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
7	6075980894	https://www.otomoto.pl/oferta/peugeot-508-20-hdi-150-km-biala-perelka-ID6DccbQ.html	Peugeot 508	28600	powstańców wielkopolskich 28 - 64-980 Trzcianka, czarnkowsko-trzcianecki, Wielkopolskie (Polska)	2014	210000.0	Diesel	Kombi	False	True	Firmy	Peugeot	508	NaN	Osobowe	Na przednie koła	150 KM	Manualna	Kombi	5	5	Biały	True	Francja	2014-03-26	False	True	True	Używane	True	False	False	NaN	2000.0	True	True	True	True	False	False	True	True	True	True	True	False	True	True	True	True	True	False	True	True	True	True	True	True	False	False	False	True	True	True	False	True	True	True	False	False	True	True	True	True	True	True	True	True	True	True	False	True	True	False	True	True	False	True	False	True	False	True	True	False	False	False	False	False	False	False	False	False	False	False
8	6075980893	https://www.otomoto.pl/oferta/nissan-micra-1-2-benzynaoszczedny5-drzwidlugie-oplaty5l-100-km-polecam-ID6DccbP.html	Nissan Micra 1.2	3999	Olsztyn, Warmińsko-mazurskie	2005	228401.0	Benzyna	Auta miejskie	False	False	Osoby prywatnej	Nissan	Micra	1.2 Visia	Osobowe	Na przednie koła	65 KM	Manualna	Auta miejskie	5	5	Czerwony	False	NaN	NaN	False	False	False	Używane	False	False	False	NaN	1240.0	True	False	True	True	False	False	False	False	False	True	False	False	False	False	False	False	False	False	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False
9	6075980890	https://www.otomoto.pl/oferta/peugeot-308-110-km-active-samochod-demonstracyjny-fv-23-ID6DccbM.html	Peugeot 308 1.2	64990	ul. Poznańska 53 - 59-220 Legnica, Dolnośląskie (Polska)	2019	2500.0	Benzyna	Kompakt	True	False	Firmy	Peugeot	308	1.2 PureTech GPF Active S&S	Osobowe	Na przednie koła	110 KM	Manualna	Kompakt	5	5	Szary	False	Polska	NaN	True	True	False	Używane	True	True	True	NaN	1199.0	True	True	True	False	False	False	True	True	True	True	True	True	False	False	True	False	False	False	True	True	True	True	True	True	False	False	False	True	True	True	False	False	True	True	False	False	True	True	True	True	True	False	True	True	True	True	False	True	True	False	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False

Last rows

	ID	Link	Nazwa	Cena	Lokalizacja	Rocznik	Przebieg	Paliwo	Nadwozie	VAT	Do negocjacji	Oferta od	Marka pojazdu	Model pojazdu	Wersja	Kategoria	Napęd	Moc	Skrzynia biegów	Typ	Liczba drzwi	Liczba miejsc	Kolor	Perłowy	Kraj pochodzenia	Pierwsza rejestracja	Zarejestrowany w Polsce	Bezwypadkowy	Serwisowany w ASO	Stan	Pierwszy właściciel	Metalik	Możliwość finansowania	VIN	Pojemność skokowa	ABS	ELEKTRYCZNIE USTAWIANE LUSTERKA	PODUSZKA POWIETRZNA PASAŻERA	ALARM	ASYSTENT PASA RUCHU	CZUJNIK MARTWEGO POLA	CZUJNIKI PARKOWANIA TYLNE	ELEKTRYCZNE SZYBY TYLNE	GNIAZDO AUX	ISOFIX	KOMPUTER POKŁADOWY	MP3	PODGRZEWANE LUSTERKA BOCZNE	PODUSZKI BOCZNE TYLNE	SYSTEM START-STOP	ŚWIATŁA PRZECIWMGIELNE	DACH PANORAMICZNY	SZYBERDACH	CENTRALNY ZAMEK	IMMOBILIZER	RADIO FABRYCZNE	ALUFELGI	BLUETOOTH	CZUJNIK ZMIERZCHU	ELEKTROCHROMATYCZNE LUSTERKA BOCZNE	ELEKTRYCZNIE USTAWIANE FOTELE	GNIAZDO SD	KLIMATYZACJA AUTOMATYCZNA	KURTYNY POWIETRZNE	NAWIGACJA GPS	PODGRZEWANE PRZEDNIE SIEDZENIA	PRZYCIEMNIANE SZYBY	ŚWIATŁA DO JAZDY DZIENNEJ	TEMPOMAT	KAMERA COFANIA	TAPICERKA SKÓRZANA	ELEKTRYCZNE SZYBY PRZEDNIE	PODUSZKA POWIETRZNA KIEROWCY	WSPOMAGANIE KIEROWNICY	ASR (KONTROLA TRAKCJI)	CZUJNIK DESZCZU	CZUJNIKI PARKOWANIA PRZEDNIE	ELEKTROCHROMATYCZNE LUSTERKO WSTECZNE	ESP (STABILIZACJA TORU JAZDY)	GNIAZDO USB	KLIMATYZACJA DWUSTREFOWA	ŁOPATKI ZMIANY BIEGÓW	OGRANICZNIK PRĘDKOŚCI	PODUSZKI BOCZNE PRZEDNIE	REGULOWANE ZAWIESZENIE	ŚWIATŁA LED	WIELOFUNKCYJNA KIEROWNICA	RELINGI DACHOWE	CD	KLIMATYZACJA MANUALNA	TAPICERKA WELUROWA	PODGRZEWANA PRZEDNIA SZYBA	PODUSZKA POWIETRZNA CHRONIĄCA KOLANA	ASYSTENT PARKOWANIA	HAK	ZMIENIARKA CD	ODTWARZACZ DVD	ŚWIATŁA XENONOWE	RADIO NIEFABRYCZNE	KLIMATYZACJA CZTEROSTREFOWA	PODGRZEWANE TYLNE SIEDZENIA	TEMPOMAT AKTYWNY	OGRZEWANIE POSTOJOWE	HUD (WYŚWIETLACZ PRZEZIERNY)	TUNER TV
21279	6075756720	https://www.otomoto.pl/oferta/ford-focus-2-0-tdci-163km-titanium-champions-edition-bezwypadkowy-ID6DbfS8.html	Ford Focus 2.0	29999	Lublin, Lubelskie	2012	133000.0	Diesel	Kombi	False	False	Osoby prywatnej	Ford	Focus	2.0 TDCi Titanium	Osobowe	Na przednie koła	163 KM	Automatyczna	Kombi	5	5	Czerwony	True	Belgia	NaN	False	True	True	Używane	False	True	False	NaN	1997.0	True	True	True	True	False	False	True	True	True	True	True	True	True	False	False	True	False	False	True	True	True	True	True	True	True	False	False	True	True	True	True	True	False	True	False	False	True	True	True	True	True	True	True	True	True	True	False	True	True	False	False	True	True	True	False	True	True	True	True	False	False	False	False	False	False	False	False	False	False	False
21280	6071517603	https://www.otomoto.pl/oferta/kia-ceed-wyprzedaz-rocznika-2019-l-bl2-aeb-ID6CTt5h.html	Kia Ceed 1.4	95300	ul. Paderewskiego 29 - 40-282 Katowice, Śląskie (Polska)	2019	10.0	Benzyna	Kombi	True	False	Firmy	Kia	Ceed	1.4 L Business Line	Osobowe	Na przednie koła	100 KM	Manualna	Kombi	5	5	Brązowy	False	NaN	NaN	False	True	False	Nowe	False	True	True	NaN	1368.0	True	True	True	True	False	True	True	False	False	True	True	True	False	True	True	True	False	False	True	True	True	True	True	True	False	False	False	True	True	True	True	False	True	True	True	True	True	True	True	True	True	True	True	True	True	True	False	True	True	False	True	True	False	False	False	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False
21281	6071483519	https://www.otomoto.pl/oferta/kia-stonic-promocyjny-kredyt-50-50-wyprzedaz-rocznika-2019-l-sty-aeb-ID6CTkdx.html	Kia Stonic 1.0	73990	ul. Paderewskiego 29 - 40-282 Katowice, Śląskie (Polska)	2019	10.0	Benzyna	Auta miejskie	True	False	Firmy	Kia	Stonic	1.0 T-GDI L	Osobowe	Na przednie koła	120 KM	Manualna	Auta miejskie	5	5	Srebrny	False	NaN	NaN	False	True	False	Nowe	False	True	True	NaN	998.0	True	True	True	True	True	True	True	True	False	True	True	True	True	False	True	True	False	False	True	True	True	True	True	True	False	False	False	True	True	False	True	True	True	True	True	True	True	True	True	False	True	False	False	False	True	False	False	True	True	False	True	True	False	False	False	False	False	True	False	False	False	False	False	False	False	False	False	False	False	False
21282	6071489113	https://www.otomoto.pl/oferta/kia-stonic-promocyjny-kredyt-50-50-l-pakiety-2tr-sty-ID6CTlFL.html	Kia Stonic 1.0	71690	ul. Paderewskiego 29 - 40-282 Katowice, Śląskie (Polska)	2019	10.0	Benzyna	Kompakt	True	False	Firmy	Kia	Stonic	1.0 T-GDI L	Osobowe	Na przednie koła	120 KM	Manualna	Kompakt	5	5	Żółty	False	NaN	NaN	False	True	False	Nowe	False	True	True	NaN	998.0	True	True	True	True	False	True	True	False	True	True	True	True	False	False	True	True	False	False	True	True	True	True	True	True	False	False	False	True	True	False	True	True	True	False	True	True	True	True	True	True	True	False	False	True	True	False	False	False	True	False	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
21283	6072641036	https://www.otomoto.pl/oferta/kia-ceed-my20-wersja-wyposazenia-m-1-4tgdi-6mt-ID6CYbla.html	Kia Ceed	78580	ul. Paderewskiego 29 - 40-282 Katowice, Śląskie (Polska)	2020	10.0	Benzyna	Kompakt	True	False	Firmy	Kia	Ceed	NaN	Osobowe	Na przednie koła	140 KM	Manualna	Kompakt	5	5	Niebieski	False	NaN	NaN	False	True	False	Nowe	False	True	True	NaN	1353.0	True	True	True	True	True	False	True	True	False	True	True	False	True	False	True	True	False	False	True	True	True	True	True	True	False	False	False	True	False	False	False	False	True	True	True	False	True	True	True	True	True	False	True	True	True	True	False	True	False	False	True	True	False	False	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False
21284	6071479734	https://www.otomoto.pl/oferta/kia-stonic-promocyjny-kredyt-50-50-wyprzedaz-rocznika-l-sty-2tr-ID6CTjeu.html	Kia Stonic 1.0	71690	ul. Paderewskiego 29 - 40-282 Katowice, Śląskie (Polska)	2019	5.0	Benzyna	Auta miejskie	True	False	Firmy	Kia	Stonic	1.0 T-GDI L	Osobowe	Na przednie koła	120 KM	Manualna	Auta miejskie	5	5	Biały	False	NaN	NaN	False	True	False	Nowe	False	True	True	NaN	998.0	True	True	True	True	False	False	True	True	False	True	True	True	True	False	True	True	False	False	True	True	True	True	True	True	False	False	False	True	True	False	True	True	True	False	True	False	True	True	True	True	True	False	False	True	True	False	False	False	True	False	True	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
21285	6071476907	https://www.otomoto.pl/oferta/kia-xceed-promocyjny-kredyt-50-50-rocznik-2020-xl-cp1-ID6CTiuT.html	Kia XCeed 1.4	116390	ul. Paderewskiego 29 - 40-282 Katowice, Śląskie (Polska)	2020	10.0	Benzyna	Kompakt	True	False	Firmy	Kia	XCeed	1.4 T-GDI XL	Osobowe	Na przednie koła	140 KM	Manualna	Kompakt	5	5	Złoty	False	NaN	NaN	False	True	False	Nowe	False	True	True	NaN	1353.0	True	True	True	True	True	True	True	True	False	True	True	True	False	True	True	True	False	False	True	True	True	True	True	True	True	True	False	True	True	True	True	False	True	True	True	True	True	True	True	True	True	True	True	True	True	True	False	True	True	False	True	True	True	False	False	False	True	False	True	False	False	False	False	False	False	False	False	False	False	False
21286	6071195173	https://www.otomoto.pl/oferta/kia-xceed-1-4-t-gdi-140-km-6-mt-wersja-wyposazenia-l-ID6CS7cN.html	Kia XCeed 1.4	91690	ul. Paderewskiego 29 - 40-282 Katowice, Śląskie (Polska)	2019	8.0	Benzyna	Kompakt	True	False	Firmy	Kia	XCeed	1.4 T-GDI L	Osobowe	Na przednie koła	140 KM	Manualna	Kompakt	5	5	Złoty	False	NaN	NaN	False	True	False	Nowe	False	True	True	NaN	1353.0	True	True	True	True	True	False	True	True	False	True	True	True	True	False	True	True	False	False	True	True	True	True	True	True	False	False	False	True	True	False	False	True	True	True	True	False	True	True	True	True	True	False	True	True	True	True	False	True	True	False	True	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
21287	6071304202	https://www.otomoto.pl/oferta/kia-optima-kombi-1-6t-7dct-gt-line-tec-srf-red-dealer-kia-salon-pl-vat-23-ID6CSzzk.html	Kia Optima	125900	ul. Paderewskiego 29 - 40-282 Katowice, Śląskie (Polska)	2019	19232.0	Benzyna	Kombi	True	False	Firmy	Kia	Optima	NaN	Osobowe	Na przednie koła	180 KM	Automatyczna	Kombi	5	5	Biały	True	Polska	2019-07-03	True	True	False	Używane	True	False	True	NaN	1591.0	True	True	True	True	True	True	True	True	True	True	True	True	True	False	True	True	True	False	True	True	True	True	True	True	False	True	False	False	True	True	True	True	True	False	True	True	True	True	True	True	True	True	True	True	True	True	True	True	True	False	True	True	True	True	False	False	True	False	True	False	False	False	False	False	False	True	True	False	False	False
21288	6072798093	https://www.otomoto.pl/oferta/audi-a3-led-lift-skorzana-tapicerka-ID6CYQcl.html	Audi A3	29900	Kolumba 40 - 70-035 Szczecin, Zachodniopomorskie (Polska)	2010	135000.0	Diesel	Kompakt	False	True	Firmy	Audi	A3	NaN	Osobowe	Na przednie koła	105 KM	Manualna	Kompakt	5	5	Inny kolor	False	NaN	NaN	False	False	True	Używane	False	True	True	NaN	1598.0	True	True	True	False	False	False	True	True	True	True	True	True	False	False	True	True	False	False	True	True	True	True	False	True	False	False	False	False	True	False	True	False	True	True	False	True	True	True	True	False	True	False	False	True	False	True	False	False	True	False	True	True	True	True	False	False	False	False	False	False	False	False	True	False	False	False	False	False	False	False

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows